The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
May. 04, 2010
Filed:
Mar. 27, 2007
Juyang Weng, Okemos, MI (US);
Juyang Weng, Okemos, MI (US);
Board of Trustees of Michigan State University, East Lansing, MI (US);
Abstract
An in-place learning algorithm is provided for a multi-layer developmental network. The algorithm includes: defining a sample space as a plurality of cells fully connected to a common input; dividing the sample space into mutually non-overlapping regions, where each region is a represented by a neuron having a single feature vector; and estimating a feature vector of a given neuron by an amnesic average of an input vector weighted by a response of the given neuron, where amnesic is a recursive computation of the input vector weighted by the response such that the direction of the feature vector and the variance of signal in the region projected onto the feature vector are both recursively estimated with plasticity scheduling.
Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile